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Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia

Recent mathematical models have been developed to study the dynamics of chronic myelogenous leukemia (CML) under imatinib treatment. None of these models incorporates the anti-leukemia immune response. Recent experimental data show that imatinib treatment may promote the development of anti-leukemia...

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Autores principales: Kim, Peter S., Lee, Peter P., Levy, Doron
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2427197/
https://www.ncbi.nlm.nih.gov/pubmed/18566683
http://dx.doi.org/10.1371/journal.pcbi.1000095
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author Kim, Peter S.
Lee, Peter P.
Levy, Doron
author_facet Kim, Peter S.
Lee, Peter P.
Levy, Doron
author_sort Kim, Peter S.
collection PubMed
description Recent mathematical models have been developed to study the dynamics of chronic myelogenous leukemia (CML) under imatinib treatment. None of these models incorporates the anti-leukemia immune response. Recent experimental data show that imatinib treatment may promote the development of anti-leukemia immune responses as patients enter remission. Using these experimental data we develop a mathematical model to gain insights into the dynamics and potential impact of the resulting anti-leukemia immune response on CML. We model the immune response using a system of delay differential equations, where the delay term accounts for the duration of cell division. The mathematical model suggests that anti-leukemia T cell responses may play a critical role in maintaining CML patients in remission under imatinib therapy. Furthermore, it proposes a novel concept of an “optimal load zone” for leukemic cells in which the anti-leukemia immune response is most effective. Imatinib therapy may drive leukemic cell populations to enter and fall below this optimal load zone too rapidly to sustain the anti-leukemia T cell response. As a potential therapeutic strategy, the model shows that vaccination approaches in combination with imatinib therapy may optimally sustain the anti-leukemia T cell response to potentially eradicate residual leukemic cells for a durable cure of CML. The approach presented in this paper accounts for the role of the anti-leukemia specific immune response in the dynamics of CML. By combining experimental data and mathematical models, we demonstrate that persistence of anti-leukemia T cells even at low levels seems to prevent the leukemia from relapsing (for at least 50 months). As a consequence, we hypothesize that anti-leukemia T cell responses may help maintain remission under imatinib therapy. The mathematical model together with the new experimental data imply that there may be a feasible, low-risk, clinical approach to enhancing the effects of imatinib treatment.
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spelling pubmed-24271972008-06-20 Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia Kim, Peter S. Lee, Peter P. Levy, Doron PLoS Comput Biol Research Article Recent mathematical models have been developed to study the dynamics of chronic myelogenous leukemia (CML) under imatinib treatment. None of these models incorporates the anti-leukemia immune response. Recent experimental data show that imatinib treatment may promote the development of anti-leukemia immune responses as patients enter remission. Using these experimental data we develop a mathematical model to gain insights into the dynamics and potential impact of the resulting anti-leukemia immune response on CML. We model the immune response using a system of delay differential equations, where the delay term accounts for the duration of cell division. The mathematical model suggests that anti-leukemia T cell responses may play a critical role in maintaining CML patients in remission under imatinib therapy. Furthermore, it proposes a novel concept of an “optimal load zone” for leukemic cells in which the anti-leukemia immune response is most effective. Imatinib therapy may drive leukemic cell populations to enter and fall below this optimal load zone too rapidly to sustain the anti-leukemia T cell response. As a potential therapeutic strategy, the model shows that vaccination approaches in combination with imatinib therapy may optimally sustain the anti-leukemia T cell response to potentially eradicate residual leukemic cells for a durable cure of CML. The approach presented in this paper accounts for the role of the anti-leukemia specific immune response in the dynamics of CML. By combining experimental data and mathematical models, we demonstrate that persistence of anti-leukemia T cells even at low levels seems to prevent the leukemia from relapsing (for at least 50 months). As a consequence, we hypothesize that anti-leukemia T cell responses may help maintain remission under imatinib therapy. The mathematical model together with the new experimental data imply that there may be a feasible, low-risk, clinical approach to enhancing the effects of imatinib treatment. Public Library of Science 2008-06-20 /pmc/articles/PMC2427197/ /pubmed/18566683 http://dx.doi.org/10.1371/journal.pcbi.1000095 Text en Kim et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Kim, Peter S.
Lee, Peter P.
Levy, Doron
Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title_full Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title_fullStr Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title_full_unstemmed Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title_short Dynamics and Potential Impact of the Immune Response to Chronic Myelogenous Leukemia
title_sort dynamics and potential impact of the immune response to chronic myelogenous leukemia
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2427197/
https://www.ncbi.nlm.nih.gov/pubmed/18566683
http://dx.doi.org/10.1371/journal.pcbi.1000095
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